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He explains things pretty well in his videos (sorted by individual sections of his notes rather than having a 55-minute video with no breaks) and lets students retake quizzes as many times as they need with additional questions available for practice.\",\"course_id\":\"STAT 303\",\"date\":\"2020-05-28 02:07:06 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"b4c3b01cc6fa6104d1e10e45\",\"instructor_id\":\"rmp:1567077\",\"instructor_name\":\"John Gillett\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTMzMzgwMDE1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1567077\"},{\"comment\":\"LOVED John. I took Stat 303/304 with him and even having minimal CS experience, I found his lectures very helpful.\",\"course_id\":\"STAT 303\",\"date\":\"2022-03-31 03:30:28 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"c30c087b50e941d17a5503ac\",\"instructor_id\":\"rmp:1567077\",\"instructor_name\":\"John Gillett\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM2MDAwMjQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1567077\"},{\"comment\":\"Took this course during the 3 week summer term and very much enjoyed it. Professor Gillett set up the course well and made sure that in an online setting everyone could still get feedback and help when needed. He clearly knew a lot about the subject and wanted to help his students learn about the applications of R.\",\"course_id\":\"STAT 303\",\"date\":\"2024-07-02 14:15:14 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"f0528c77bcfcf630a815db8f\",\"instructor_id\":\"rmp:1567077\",\"instructor_name\":\"John Gillett\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5NjA1MzIy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1567077\"}],\"evidence_count\":3,\"review_ids\":[\"b4c3b01cc6fa6104d1e10e45\",\"c30c087b50e941d17a5503ac\",\"f0528c77bcfcf630a815db8f\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1567077\",\"name\":\"John Gillett\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2020\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:1567077\",\"summary\":\"Cited reviews praise John Gillett for clear explanations and helpful lectures.\"},{\"aspect\":\"organization\",\"evidence\":[{\"comment\":\"Yang is kind of impatient to students and his lecture is boring. He simply runs his code and expects us to understand the output by ourselves. You would have to work a lot after class to keep up if you have never learnt RStudio before. But the final is not so hard as long as you do all the homework and quizzes.\",\"course_id\":\"STAT 303\",\"date\":\"2019-10-23 17:27:30 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"7f851a190730e2c8de0221f9\",\"instructor_id\":\"rmp:2107418\",\"instructor_name\":\"Bo Yang\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTMyMzExNzE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2107418\"},{\"comment\":\"The lectures are only giving you the basics. To complete HW and quizzes you need to do 10 more steps, so expect to spend a lot of time outside class understanding and trying to write your own code. Bo's lectures are useful to understand the material but when it comes to helping, he isn't willing to help that much.\",\"course_id\":\"STAT 303\",\"date\":\"2019-11-05 01:26:35 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"c8453f110882f4245d25aa9c\",\"instructor_id\":\"rmp:2107418\",\"instructor_name\":\"Bo Yang\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTMyMzU3NjAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2107418\"},{\"comment\":\"If you can avoid this professor, please do. I have had him twice and he mentioned that he has never taken a stats class or a class in R, which is what he teaches. Why should we learn from him then? He is terrible at answering questions and is kind of just a miserable person to be around. He is the worst professor I have had so far.\",\"course_id\":\"STAT 303\",\"date\":\"2021-04-14 15:24:56 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"59326624bfc7a18d0f59df9a\",\"instructor_id\":\"rmp:2107418\",\"instructor_name\":\"Bo Yang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM0NTQ5Mzg1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2107418\"},{\"comment\":\"I took his online class to learn about the data programming language, R. He has never taken a class on R, and did not design this class, yet he is still teaching it. He is very dismissive and unprofessional in email. Do not take this class if you don't have to.\",\"course_id\":\"STAT 303\",\"date\":\"2021-11-01 17:27:44 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"fefe1877cdea0b8d7e1d3561\",\"instructor_id\":\"rmp:2107418\",\"instructor_name\":\"Bo Yang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1MTc1MDQx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2107418\"},{\"comment\":\"Quite possibly the worst professor in all of Wisconsin - avoid him like the plague. Disorganized, short-tempered, aggressive, and un-responsive. Really hope the guy is doing alright if I&#39;m being completely honest. Kind of worrying how it seems like he just doesn&#39;t care about anything at all besides becoming frustrated with his students.\",\"course_id\":\"STAT 303\",\"date\":\"2022-03-12 06:57:19 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"edaaab24023819336b868e99\",\"instructor_id\":\"rmp:2107418\",\"instructor_name\":\"Bo Yang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1OTI5NDc0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2107418\"},{\"comment\":\"Bo Yang is the least respectful professor I have ever seen. Could not organize a class at all, lectures were pointless and just followed a sheet. He told a student asking a clarifying question  \\n\\\"If you think the wording is confusing, you'd better improve your reading comprehension in some ways\\\" Save yourself from a rude & disrespectful professor\\n\\n\",\"course_id\":\"STAT 303\",\"date\":\"2022-10-05 18:07:43 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"734149220df3fbfe9bcf4a90\",\"instructor_id\":\"rmp:2107418\",\"instructor_name\":\"Bo Yang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM2Njc5Nzk2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2107418\"},{\"comment\":\"Run. When asking for help on anything related to the class, instead of helping he'll say google it because \\\"how am I supposed to know the answer\\\" His lectures are not helpful at all, for any assignments, I had to YouTube everything, the only reason I passed the class. He likes to talk about how he learned all this information (R Studio) by himself\",\"course_id\":\"STAT 303\",\"date\":\"2022-10-31 14:23:37 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"10d5bd5679724c089f7b8161\",\"instructor_id\":\"rmp:2107418\",\"instructor_name\":\"Bo Yang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM2NzU1MjQ1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2107418\"},{\"comment\":\"Never ever choose this teacher, He is so mean because he judges other student ability with discrimination. A person was confused by a question, so they just post on piazza, Bo just said improve your reading ability. He even does not post due date. You must click into this courses instead of calendar. \",\"course_id\":\"STAT 303\",\"date\":\"2022-11-21 23:15:26 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"82b6361238d911ad3e25b51b\",\"instructor_id\":\"rmp:2107418\",\"instructor_name\":\"Bo Yang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM2ODc3MDE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2107418\"},{\"comment\":\"RUN! Bo needs to learn how to treat students with respect and stop blaming students for his own faults. Lectures are useless and he won't release grades until months after the end of the class. Don't waste your time to take his class. If you have to take this class, at least choose the online sections so you don't need to interact with him. \",\"course_id\":\"STAT 303\",\"date\":\"2023-03-28 17:10:01 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"3ee2f073bcc3f9c13371efd7\",\"instructor_id\":\"rmp:2107418\",\"instructor_name\":\"Bo Yang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM3NTQ5OTg0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2107418\"},{\"comment\":\"Would not wish him on my worst enemy. His lectures are awful, he does not know how to teach, and he's full of himself. For his lectures he just copies some other guys code that you have access to on video anyways and claims it is his. Everything the other bad ratings say are 200% true\",\"course_id\":\"STAT 303\",\"date\":\"2025-01-30 19:22:59 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"7c5758866b53902ea1d90bb3\",\"instructor_id\":\"rmp:2107418\",\"instructor_name\":\"Bo Yang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQwNjEzNTEz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2107418\"},{\"comment\":\"Stat 303 itself was not too bad; it was Bo Yang that made it miserable. He doesn't explain things well, and the lectures were not very good. For being a 1 credit class, definitely takes a lot of time/effort. I recommend a different professor, if possible. This course is definitely doable with him, as long as you can self-teach/spend lots of time.\",\"course_id\":\"STAT 303\",\"date\":\"2025-03-12 17:45:46 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"9e63c67807009c1388fb5c05\",\"instructor_id\":\"rmp:2107418\",\"instructor_name\":\"Bo Yang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQwNzYyNzQx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2107418\"},{\"comment\":\"The videos and lectures seem like from 20 years ago. If u take this class, u are expected to learn everything by yourself. \",\"course_id\":\"STAT 303\",\"date\":\"2026-02-17 15:50:45 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"94d585f0e3fcc420eb6d299f\",\"instructor_id\":\"rmp:2107418\",\"instructor_name\":\"Bo Yang\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTQyNjE4OTYw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2107418\"},{\"comment\":\" Won't answer questions. \\nI don't think the lecture videos are his. Lectures were recorded in 2016 (saw a timestamp on one of them). \\nWent to office hours and he made my code worse. More work than 1 credit class.   \",\"course_id\":\"STAT 303\",\"date\":\"2026-03-12 21:35:32 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"1ea2c35b6602baf112758469\",\"instructor_id\":\"rmp:2107418\",\"instructor_name\":\"Bo Yang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyNjkzNjgy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2107418\"}],\"evidence_count\":13,\"review_ids\":[\"7f851a190730e2c8de0221f9\",\"c8453f110882f4245d25aa9c\",\"59326624bfc7a18d0f59df9a\",\"fefe1877cdea0b8d7e1d3561\",\"edaaab24023819336b868e99\",\"734149220df3fbfe9bcf4a90\",\"10d5bd5679724c089f7b8161\",\"82b6361238d911ad3e25b51b\",\"3ee2f073bcc3f9c13371efd7\",\"7c5758866b53902ea1d90bb3\",\"9e63c67807009c1388fb5c05\",\"94d585f0e3fcc420eb6d299f\",\"1ea2c35b6602baf112758469\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2107418\",\"name\":\"Bo Yang\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2019\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:2107418\",\"summary\":\"Cited reviews criticize Bo Yang for disorganized lectures and lack of helpfulness.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"The workload is unbelievable, the exam is mission impossible. This course is basically online with a well organized short videos and quizzes, but the video is just basic. You need tons of self learning for the HW. Exam covers overwhelm amount of details that you learned by yourself in your HW, they didnt even publish HW solutions!\",\"course_id\":\"STAT 303\",\"date\":\"2020-10-02 09:58:31 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"3894215b5148ea7fefc36e3e\",\"instructor_id\":\"rmp:2489613\",\"instructor_name\":\"Alexander Covington\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTMzNjc0NjQ1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2489613\"},{\"comment\":\"This course they give you online video which is super easy which the hw and exams will be super hard. Really a tough grader for hw and provide no feedback. They will not give answer of homework, and no explanation, so you will never understand why you lose points. I decide not to go for 304 because the course is so poorly organized.\",\"course_id\":\"STAT 303\",\"date\":\"2020-10-04 22:03:17 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"add386fb61fd3c96502c9600\",\"instructor_id\":\"rmp:2489613\",\"instructor_name\":\"Alexander Covington\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMzNjc3ODAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2489613\"},{\"comment\":\"The whole class is built upon existing lecture videos. So the teaching is more related to self-learning. Office hours are available. However, the TA and professor never post solutions for homework/projects, nor will they give specific comments on grading. The workload is extremely high, especially if you don't have a reliable teammate.\",\"course_id\":\"STAT 303\",\"date\":\"2020-10-04 22:16:30 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"8b010b29b755a83f8f4f7a0f\",\"instructor_id\":\"rmp:2489613\",\"instructor_name\":\"Alexander Covington\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMzNjc3ODMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2489613\"},{\"comment\":\"Stat 303 itself was not too bad; it was Bo Yang that made it miserable. He doesn't explain things well, and the lectures were not very good. For being a 1 credit class, definitely takes a lot of time/effort. I recommend a different professor, if possible. This course is definitely doable with him, as long as you can self-teach/spend lots of time.\",\"course_id\":\"STAT 303\",\"date\":\"2025-03-12 17:45:46 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"9e63c67807009c1388fb5c05\",\"instructor_id\":\"rmp:2107418\",\"instructor_name\":\"Bo Yang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQwNzYyNzQx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2107418\"},{\"comment\":\"I can see what people dislike about this professor, but I had no problems taking stat303 online. It is the pace of a 3 cred class that only lasts a third of the semester (hence why its 1 cred), which I wasn't aware of until taking it so I was a little overwhelmed with my workload. But overall its easy and teachable to yourself w/o lectures\",\"course_id\":\"STAT 303\",\"date\":\"2025-12-19 02:35:06 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"7b84a4ea66b0790fdc34cd03\",\"instructor_id\":\"rmp:2107418\",\"instructor_name\":\"Bo Yang\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTQyMzQwMzk1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2107418\"}],\"evidence_count\":5,\"review_ids\":[\"3894215b5148ea7fefc36e3e\",\"add386fb61fd3c96502c9600\",\"8b010b29b755a83f8f4f7a0f\",\"9e63c67807009c1388fb5c05\",\"7b84a4ea66b0790fdc34cd03\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2107418\",\"name\":\"Bo Yang\"},{\"id\":\"rmp:2489613\",\"name\":\"Alexander Covington\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2020\"},\"sentiment\":\"mixed\",\"subject_instructor_id\":null,\"summary\":\"Reviewers describe the course workload as high, requiring significant self-study and time outside class.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"The workload is unbelievable, the exam is mission impossible. This course is basically online with a well organized short videos and quizzes, but the video is just basic. You need tons of self learning for the HW. Exam covers overwhelm amount of details that you learned by yourself in your HW, they didnt even publish HW solutions!\",\"course_id\":\"STAT 303\",\"date\":\"2020-10-02 09:58:31 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"3894215b5148ea7fefc36e3e\",\"instructor_id\":\"rmp:2489613\",\"instructor_name\":\"Alexander Covington\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTMzNjc0NjQ1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2489613\"},{\"comment\":\"This course they give you online video which is super easy which the hw and exams will be super hard. Really a tough grader for hw and provide no feedback. They will not give answer of homework, and no explanation, so you will never understand why you lose points. I decide not to go for 304 because the course is so poorly organized.\",\"course_id\":\"STAT 303\",\"date\":\"2020-10-04 22:03:17 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"add386fb61fd3c96502c9600\",\"instructor_id\":\"rmp:2489613\",\"instructor_name\":\"Alexander Covington\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMzNjc3ODAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2489613\"},{\"comment\":\"The whole class is built upon existing lecture videos. So the teaching is more related to self-learning. Office hours are available. However, the TA and professor never post solutions for homework/projects, nor will they give specific comments on grading. The workload is extremely high, especially if you don't have a reliable teammate.\",\"course_id\":\"STAT 303\",\"date\":\"2020-10-04 22:16:30 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"8b010b29b755a83f8f4f7a0f\",\"instructor_id\":\"rmp:2489613\",\"instructor_name\":\"Alexander Covington\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMzNjc3ODMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2489613\"}],\"evidence_count\":3,\"review_ids\":[\"3894215b5148ea7fefc36e3e\",\"add386fb61fd3c96502c9600\",\"8b010b29b755a83f8f4f7a0f\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2489613\",\"name\":\"Alexander Covington\"}],\"review_year_end\":\"2020\",\"review_year_start\":\"2020\"},\"sentiment\":\"negative\",\"subject_instructor_id\":null,\"summary\":\"Cited reviews note that homework solutions are not provided and grading lacks specific feedback.\"}]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_9d705456a9a3f278c1b60cc6","course_id":"STAT 303","catalog_version_id":"dda85a7f28e1580d3d51efb43e31e2ed5b8aca3644e70713e5147182f49cd118","record_version_id":"e2ca63c4d952515e117b369e6b6e500eb03fe8f4efc18941c500eded7acdabf7","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"1d400a3bd83077e42dd7dbb8579b80a9141969f24c02971014c020933689c529","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"2eb1534df3167f4243996521c976c2e3bcda43745da81974900685470332c770\",\"course_id\":\"STAT 303\",\"current_instructors\":[],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Alexander Covington\",\"review_date\":\"2020-10-02 09:58:31 +0000 UTC\",\"review_id\":\"3894215b5148ea7fefc36e3e\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2489613\",\"source_review_id\":\"UmF0aW5nLTMzNjc0NjQ1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2489613\",\"type\":\"review\"},{\"instructor_name\":\"Alexander Covington\",\"review_date\":\"2020-10-04 22:16:30 +0000 UTC\",\"review_id\":\"8b010b29b755a83f8f4f7a0f\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2489613\",\"source_review_id\":\"UmF0aW5nLTMzNjc3ODMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2489613\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"Past students reported extremely high workloads, noting that homework required significant self-learning because lecture videos were basic. Exams covered extensive details from self-study materials, and solutions were not provided.\"}],\"errors\":[],\"historical_context\":[],\"message\":null,\"offered\":true,\"profile_hash\":\"3f5110430805ccdd533c0c072df62d68a8a5f5441c4530bbdb15d419a199a09c\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"John Gillett\",\"review_date\":\"2020-05-28 02:07:06 +0000 UTC\",\"review_id\":\"b4c3b01cc6fa6104d1e10e45\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:1567077\",\"source_review_id\":\"UmF0aW5nLTMzMzgwMDE1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1567077\",\"type\":\"review\"},{\"instructor_name\":\"John Gillett\",\"review_date\":\"2021-08-06 16:00:33 +0000 UTC\",\"review_id\":\"91430a1c0e58979452ff0122\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:1567077\",\"source_review_id\":\"UmF0aW5nLTM1MDEwNzI5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1567077\",\"type\":\"review\"},{\"instructor_name\":\"John Gillett\",\"review_date\":\"2022-03-31 03:30:28 +0000 UTC\",\"review_id\":\"c30c087b50e941d17a5503ac\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:1567077\",\"source_review_id\":\"UmF0aW5nLTM2MDAwMjQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1567077\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"John Gillett's recent sections were described as accessible and well-organized, with helpful videos and a willingness to assist students. Students found his lectures clear and supportive, even for those with minimal coding experience.\"},{\"citations\":[{\"course_id\":\"STAT 303\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"STAT 303\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"STAT 303\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.83 GPA, 92.9% A/AB (n=127 letter grades); Fall 2025: 3.86 GPA, 92.2% A/AB (n=193 letter grades); Spring 2026: 3.91 GPA, 96.3% A/AB (n=191 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"John Gillett\",\"review_date\":\"2020-05-28 02:07:06 +0000 UTC\",\"review_id\":\"b4c3b01cc6fa6104d1e10e45\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:1567077\",\"source_review_id\":\"UmF0aW5nLTMzMzgwMDE1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1567077\",\"type\":\"review\"},{\"instructor_name\":\"John Gillett\",\"review_date\":\"2024-07-02 14:15:14 +0000 UTC\",\"review_id\":\"f0528c77bcfcf630a815db8f\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:1567077\",\"source_review_id\":\"UmF0aW5nLTM5NjA1MzIy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1567077\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"Under John Gillett, students appreciated the option to retake quizzes and the availability of feedback in online settings. The course structure allowed for flexible practice, helping students understand R applications effectively.\"}],\"task_hash\":\"9dea82ef7f2113a5605c1c6030c4f9b19967eb742cc93a78268fb92357d29f5c\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"STAT 303\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":3,\"source_course_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"source_record\":{\"entity_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"STAT 303\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"source_record\":{\"entity_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"}],\"text\":\"ALEXANDER COVINGTON is recorded teaching in Fall 2019, Fall 2020. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"STAT 303\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"source_record\":{\"entity_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"STAT 303\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":4,\"source_course_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"source_record\":{\"entity_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"STAT 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He explains things pretty well in his videos (sorted by individual sections of his notes rather than having a 55-minute video with no breaks) and lets students retake quizzes as many times as they need with additional questions available for practice.\",\"course_id\":\"STAT 303\",\"date\":\"2020-05-28 02:07:06 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"b4c3b01cc6fa6104d1e10e45\",\"instructor_id\":\"rmp:1567077\",\"instructor_name\":\"John Gillett\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTMzMzgwMDE1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1567077\"},{\"comment\":\"LOVED John. I took Stat 303/304 with him and even having minimal CS experience, I found his lectures very helpful.\",\"course_id\":\"STAT 303\",\"date\":\"2022-03-31 03:30:28 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"c30c087b50e941d17a5503ac\",\"instructor_id\":\"rmp:1567077\",\"instructor_name\":\"John Gillett\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM2MDAwMjQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1567077\"},{\"comment\":\"Took this course during the 3 week summer term and very much enjoyed it. Professor Gillett set up the course well and made sure that in an online setting everyone could still get feedback and help when needed. He clearly knew a lot about the subject and wanted to help his students learn about the applications of R.\",\"course_id\":\"STAT 303\",\"date\":\"2024-07-02 14:15:14 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"f0528c77bcfcf630a815db8f\",\"instructor_id\":\"rmp:1567077\",\"instructor_name\":\"John Gillett\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5NjA1MzIy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1567077\"}],\"evidence_count\":3,\"review_ids\":[\"b4c3b01cc6fa6104d1e10e45\",\"c30c087b50e941d17a5503ac\",\"f0528c77bcfcf630a815db8f\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1567077\",\"name\":\"John Gillett\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2020\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:1567077\",\"summary\":\"Cited reviews praise John Gillett for clear explanations and helpful lectures.\"},{\"aspect\":\"organization\",\"evidence\":[{\"comment\":\"Yang is kind of impatient to students and his lecture is boring. He simply runs his code and expects us to understand the output by ourselves. You would have to work a lot after class to keep up if you have never learnt RStudio before. But the final is not so hard as long as you do all the homework and quizzes.\",\"course_id\":\"STAT 303\",\"date\":\"2019-10-23 17:27:30 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"7f851a190730e2c8de0221f9\",\"instructor_id\":\"rmp:2107418\",\"instructor_name\":\"Bo Yang\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTMyMzExNzE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2107418\"},{\"comment\":\"The lectures are only giving you the basics. To complete HW and quizzes you need to do 10 more steps, so expect to spend a lot of time outside class understanding and trying to write your own code. Bo's lectures are useful to understand the material but when it comes to helping, he isn't willing to help that much.\",\"course_id\":\"STAT 303\",\"date\":\"2019-11-05 01:26:35 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"c8453f110882f4245d25aa9c\",\"instructor_id\":\"rmp:2107418\",\"instructor_name\":\"Bo Yang\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTMyMzU3NjAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2107418\"},{\"comment\":\"If you can avoid this professor, please do. I have had him twice and he mentioned that he has never taken a stats class or a class in R, which is what he teaches. Why should we learn from him then? He is terrible at answering questions and is kind of just a miserable person to be around. He is the worst professor I have had so far.\",\"course_id\":\"STAT 303\",\"date\":\"2021-04-14 15:24:56 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"59326624bfc7a18d0f59df9a\",\"instructor_id\":\"rmp:2107418\",\"instructor_name\":\"Bo Yang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM0NTQ5Mzg1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2107418\"},{\"comment\":\"I took his online class to learn about the data programming language, R. He has never taken a class on R, and did not design this class, yet he is still teaching it. He is very dismissive and unprofessional in email. Do not take this class if you don't have to.\",\"course_id\":\"STAT 303\",\"date\":\"2021-11-01 17:27:44 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"fefe1877cdea0b8d7e1d3561\",\"instructor_id\":\"rmp:2107418\",\"instructor_name\":\"Bo Yang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1MTc1MDQx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2107418\"},{\"comment\":\"Quite possibly the worst professor in all of Wisconsin - avoid him like the plague. Disorganized, short-tempered, aggressive, and un-responsive. Really hope the guy is doing alright if I&#39;m being completely honest. Kind of worrying how it seems like he just doesn&#39;t care about anything at all besides becoming frustrated with his students.\",\"course_id\":\"STAT 303\",\"date\":\"2022-03-12 06:57:19 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"edaaab24023819336b868e99\",\"instructor_id\":\"rmp:2107418\",\"instructor_name\":\"Bo Yang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1OTI5NDc0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2107418\"},{\"comment\":\"Bo Yang is the least respectful professor I have ever seen. Could not organize a class at all, lectures were pointless and just followed a sheet. He told a student asking a clarifying question  \\n\\\"If you think the wording is confusing, you'd better improve your reading comprehension in some ways\\\" Save yourself from a rude & disrespectful professor\\n\\n\",\"course_id\":\"STAT 303\",\"date\":\"2022-10-05 18:07:43 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"734149220df3fbfe9bcf4a90\",\"instructor_id\":\"rmp:2107418\",\"instructor_name\":\"Bo Yang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM2Njc5Nzk2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2107418\"},{\"comment\":\"Run. When asking for help on anything related to the class, instead of helping he'll say google it because \\\"how am I supposed to know the answer\\\" His lectures are not helpful at all, for any assignments, I had to YouTube everything, the only reason I passed the class. He likes to talk about how he learned all this information (R Studio) by himself\",\"course_id\":\"STAT 303\",\"date\":\"2022-10-31 14:23:37 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"10d5bd5679724c089f7b8161\",\"instructor_id\":\"rmp:2107418\",\"instructor_name\":\"Bo Yang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM2NzU1MjQ1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2107418\"},{\"comment\":\"Never ever choose this teacher, He is so mean because he judges other student ability with discrimination. A person was confused by a question, so they just post on piazza, Bo just said improve your reading ability. He even does not post due date. You must click into this courses instead of calendar. \",\"course_id\":\"STAT 303\",\"date\":\"2022-11-21 23:15:26 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"82b6361238d911ad3e25b51b\",\"instructor_id\":\"rmp:2107418\",\"instructor_name\":\"Bo Yang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM2ODc3MDE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2107418\"},{\"comment\":\"RUN! Bo needs to learn how to treat students with respect and stop blaming students for his own faults. Lectures are useless and he won't release grades until months after the end of the class. Don't waste your time to take his class. If you have to take this class, at least choose the online sections so you don't need to interact with him. \",\"course_id\":\"STAT 303\",\"date\":\"2023-03-28 17:10:01 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"3ee2f073bcc3f9c13371efd7\",\"instructor_id\":\"rmp:2107418\",\"instructor_name\":\"Bo Yang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM3NTQ5OTg0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2107418\"},{\"comment\":\"Would not wish him on my worst enemy. His lectures are awful, he does not know how to teach, and he's full of himself. For his lectures he just copies some other guys code that you have access to on video anyways and claims it is his. Everything the other bad ratings say are 200% true\",\"course_id\":\"STAT 303\",\"date\":\"2025-01-30 19:22:59 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"7c5758866b53902ea1d90bb3\",\"instructor_id\":\"rmp:2107418\",\"instructor_name\":\"Bo Yang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQwNjEzNTEz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2107418\"},{\"comment\":\"Stat 303 itself was not too bad; it was Bo Yang that made it miserable. He doesn't explain things well, and the lectures were not very good. For being a 1 credit class, definitely takes a lot of time/effort. I recommend a different professor, if possible. This course is definitely doable with him, as long as you can self-teach/spend lots of time.\",\"course_id\":\"STAT 303\",\"date\":\"2025-03-12 17:45:46 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"9e63c67807009c1388fb5c05\",\"instructor_id\":\"rmp:2107418\",\"instructor_name\":\"Bo Yang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQwNzYyNzQx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2107418\"},{\"comment\":\"The videos and lectures seem like from 20 years ago. If u take this class, u are expected to learn everything by yourself. \",\"course_id\":\"STAT 303\",\"date\":\"2026-02-17 15:50:45 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"94d585f0e3fcc420eb6d299f\",\"instructor_id\":\"rmp:2107418\",\"instructor_name\":\"Bo Yang\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTQyNjE4OTYw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2107418\"},{\"comment\":\" Won't answer questions. \\nI don't think the lecture videos are his. Lectures were recorded in 2016 (saw a timestamp on one of them). \\nWent to office hours and he made my code worse. More work than 1 credit class.   \",\"course_id\":\"STAT 303\",\"date\":\"2026-03-12 21:35:32 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"1ea2c35b6602baf112758469\",\"instructor_id\":\"rmp:2107418\",\"instructor_name\":\"Bo Yang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyNjkzNjgy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2107418\"}],\"evidence_count\":13,\"review_ids\":[\"7f851a190730e2c8de0221f9\",\"c8453f110882f4245d25aa9c\",\"59326624bfc7a18d0f59df9a\",\"fefe1877cdea0b8d7e1d3561\",\"edaaab24023819336b868e99\",\"734149220df3fbfe9bcf4a90\",\"10d5bd5679724c089f7b8161\",\"82b6361238d911ad3e25b51b\",\"3ee2f073bcc3f9c13371efd7\",\"7c5758866b53902ea1d90bb3\",\"9e63c67807009c1388fb5c05\",\"94d585f0e3fcc420eb6d299f\",\"1ea2c35b6602baf112758469\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2107418\",\"name\":\"Bo Yang\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2019\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:2107418\",\"summary\":\"Cited reviews criticize Bo Yang for disorganized lectures and lack of helpfulness.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"The workload is unbelievable, the exam is mission impossible. This course is basically online with a well organized short videos and quizzes, but the video is just basic. You need tons of self learning for the HW. Exam covers overwhelm amount of details that you learned by yourself in your HW, they didnt even publish HW solutions!\",\"course_id\":\"STAT 303\",\"date\":\"2020-10-02 09:58:31 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"3894215b5148ea7fefc36e3e\",\"instructor_id\":\"rmp:2489613\",\"instructor_name\":\"Alexander Covington\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTMzNjc0NjQ1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2489613\"},{\"comment\":\"This course they give you online video which is super easy which the hw and exams will be super hard. Really a tough grader for hw and provide no feedback. They will not give answer of homework, and no explanation, so you will never understand why you lose points. I decide not to go for 304 because the course is so poorly organized.\",\"course_id\":\"STAT 303\",\"date\":\"2020-10-04 22:03:17 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"add386fb61fd3c96502c9600\",\"instructor_id\":\"rmp:2489613\",\"instructor_name\":\"Alexander Covington\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMzNjc3ODAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2489613\"},{\"comment\":\"The whole class is built upon existing lecture videos. So the teaching is more related to self-learning. Office hours are available. However, the TA and professor never post solutions for homework/projects, nor will they give specific comments on grading. The workload is extremely high, especially if you don't have a reliable teammate.\",\"course_id\":\"STAT 303\",\"date\":\"2020-10-04 22:16:30 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"8b010b29b755a83f8f4f7a0f\",\"instructor_id\":\"rmp:2489613\",\"instructor_name\":\"Alexander Covington\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMzNjc3ODMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2489613\"},{\"comment\":\"Stat 303 itself was not too bad; it was Bo Yang that made it miserable. He doesn't explain things well, and the lectures were not very good. For being a 1 credit class, definitely takes a lot of time/effort. I recommend a different professor, if possible. This course is definitely doable with him, as long as you can self-teach/spend lots of time.\",\"course_id\":\"STAT 303\",\"date\":\"2025-03-12 17:45:46 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"9e63c67807009c1388fb5c05\",\"instructor_id\":\"rmp:2107418\",\"instructor_name\":\"Bo Yang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQwNzYyNzQx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2107418\"},{\"comment\":\"I can see what people dislike about this professor, but I had no problems taking stat303 online. It is the pace of a 3 cred class that only lasts a third of the semester (hence why its 1 cred), which I wasn't aware of until taking it so I was a little overwhelmed with my workload. But overall its easy and teachable to yourself w/o lectures\",\"course_id\":\"STAT 303\",\"date\":\"2025-12-19 02:35:06 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"7b84a4ea66b0790fdc34cd03\",\"instructor_id\":\"rmp:2107418\",\"instructor_name\":\"Bo Yang\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTQyMzQwMzk1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2107418\"}],\"evidence_count\":5,\"review_ids\":[\"3894215b5148ea7fefc36e3e\",\"add386fb61fd3c96502c9600\",\"8b010b29b755a83f8f4f7a0f\",\"9e63c67807009c1388fb5c05\",\"7b84a4ea66b0790fdc34cd03\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2107418\",\"name\":\"Bo Yang\"},{\"id\":\"rmp:2489613\",\"name\":\"Alexander Covington\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2020\"},\"sentiment\":\"mixed\",\"subject_instructor_id\":null,\"summary\":\"Reviewers describe the course workload as high, requiring significant self-study and time outside class.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"The workload is unbelievable, the exam is mission impossible. This course is basically online with a well organized short videos and quizzes, but the video is just basic. You need tons of self learning for the HW. Exam covers overwhelm amount of details that you learned by yourself in your HW, they didnt even publish HW solutions!\",\"course_id\":\"STAT 303\",\"date\":\"2020-10-02 09:58:31 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"3894215b5148ea7fefc36e3e\",\"instructor_id\":\"rmp:2489613\",\"instructor_name\":\"Alexander Covington\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTMzNjc0NjQ1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2489613\"},{\"comment\":\"This course they give you online video which is super easy which the hw and exams will be super hard. Really a tough grader for hw and provide no feedback. They will not give answer of homework, and no explanation, so you will never understand why you lose points. 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Bo's lectures are useful to understand the material but when it comes to helping, he isn't willing to help that much.\",\"course_id\":\"STAT 303\",\"date\":\"2019-11-05 01:26:35 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"c8453f110882f4245d25aa9c\",\"instructor_id\":\"rmp:2107418\",\"instructor_name\":\"Bo Yang\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTMyMzU3NjAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2107418\"},{\"comment\":\"If you can avoid this professor, please do. I have had him twice and he mentioned that he has never taken a stats class or a class in R, which is what he teaches. Why should we learn from him then? He is terrible at answering questions and is kind of just a miserable person to be around. He is the worst professor I have had so far.\",\"course_id\":\"STAT 303\",\"date\":\"2021-04-14 15:24:56 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"59326624bfc7a18d0f59df9a\",\"instructor_id\":\"rmp:2107418\",\"instructor_name\":\"Bo Yang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM0NTQ5Mzg1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2107418\"},{\"comment\":\"I took his online class to learn about the data programming language, R. He has never taken a class on R, and did not design this class, yet he is still teaching it. He is very dismissive and unprofessional in email. Do not take this class if you don't have to.\",\"course_id\":\"STAT 303\",\"date\":\"2021-11-01 17:27:44 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"fefe1877cdea0b8d7e1d3561\",\"instructor_id\":\"rmp:2107418\",\"instructor_name\":\"Bo Yang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1MTc1MDQx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2107418\"},{\"comment\":\"Quite possibly the worst professor in all of Wisconsin - avoid him like the plague. Disorganized, short-tempered, aggressive, and un-responsive. Really hope the guy is doing alright if I&#39;m being completely honest. Kind of worrying how it seems like he just doesn&#39;t care about anything at all besides becoming frustrated with his students.\",\"course_id\":\"STAT 303\",\"date\":\"2022-03-12 06:57:19 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"edaaab24023819336b868e99\",\"instructor_id\":\"rmp:2107418\",\"instructor_name\":\"Bo Yang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1OTI5NDc0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2107418\"},{\"comment\":\"Bo Yang is the least respectful professor I have ever seen. Could not organize a class at all, lectures were pointless and just followed a sheet. He told a student asking a clarifying question  \\n\\\"If you think the wording is confusing, you'd better improve your reading comprehension in some ways\\\" Save yourself from a rude & disrespectful professor\\n\\n\",\"course_id\":\"STAT 303\",\"date\":\"2022-10-05 18:07:43 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"734149220df3fbfe9bcf4a90\",\"instructor_id\":\"rmp:2107418\",\"instructor_name\":\"Bo Yang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM2Njc5Nzk2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2107418\"},{\"comment\":\"Run. When asking for help on anything related to the class, instead of helping he'll say google it because \\\"how am I supposed to know the answer\\\" His lectures are not helpful at all, for any assignments, I had to YouTube everything, the only reason I passed the class. He likes to talk about how he learned all this information (R Studio) by himself\",\"course_id\":\"STAT 303\",\"date\":\"2022-10-31 14:23:37 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"10d5bd5679724c089f7b8161\",\"instructor_id\":\"rmp:2107418\",\"instructor_name\":\"Bo Yang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM2NzU1MjQ1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2107418\"},{\"comment\":\"Never ever choose this teacher, He is so mean because he judges other student ability with discrimination. A person was confused by a question, so they just post on piazza, Bo just said improve your reading ability. He even does not post due date. You must click into this courses instead of calendar. \",\"course_id\":\"STAT 303\",\"date\":\"2022-11-21 23:15:26 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"82b6361238d911ad3e25b51b\",\"instructor_id\":\"rmp:2107418\",\"instructor_name\":\"Bo Yang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM2ODc3MDE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2107418\"},{\"comment\":\"RUN! Bo needs to learn how to treat students with respect and stop blaming students for his own faults. Lectures are useless and he won't release grades until months after the end of the class. Don't waste your time to take his class. If you have to take this class, at least choose the online sections so you don't need to interact with him. \",\"course_id\":\"STAT 303\",\"date\":\"2023-03-28 17:10:01 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"3ee2f073bcc3f9c13371efd7\",\"instructor_id\":\"rmp:2107418\",\"instructor_name\":\"Bo Yang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM3NTQ5OTg0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2107418\"},{\"comment\":\"Would not wish him on my worst enemy. His lectures are awful, he does not know how to teach, and he's full of himself. For his lectures he just copies some other guys code that you have access to on video anyways and claims it is his. Everything the other bad ratings say are 200% true\",\"course_id\":\"STAT 303\",\"date\":\"2025-01-30 19:22:59 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"7c5758866b53902ea1d90bb3\",\"instructor_id\":\"rmp:2107418\",\"instructor_name\":\"Bo Yang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQwNjEzNTEz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2107418\"},{\"comment\":\"Stat 303 itself was not too bad; it was Bo Yang that made it miserable. He doesn't explain things well, and the lectures were not very good. For being a 1 credit class, definitely takes a lot of time/effort. I recommend a different professor, if possible. This course is definitely doable with him, as long as you can self-teach/spend lots of time.\",\"course_id\":\"STAT 303\",\"date\":\"2025-03-12 17:45:46 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"9e63c67807009c1388fb5c05\",\"instructor_id\":\"rmp:2107418\",\"instructor_name\":\"Bo Yang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQwNzYyNzQx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2107418\"},{\"comment\":\"The videos and lectures seem like from 20 years ago. If u take this class, u are expected to learn everything by yourself. \",\"course_id\":\"STAT 303\",\"date\":\"2026-02-17 15:50:45 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"94d585f0e3fcc420eb6d299f\",\"instructor_id\":\"rmp:2107418\",\"instructor_name\":\"Bo Yang\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTQyNjE4OTYw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2107418\"},{\"comment\":\" Won't answer questions. \\nI don't think the lecture videos are his. Lectures were recorded in 2016 (saw a timestamp on one of them). \\nWent to office hours and he made my code worse. More work than 1 credit class.   \",\"course_id\":\"STAT 303\",\"date\":\"2026-03-12 21:35:32 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"1ea2c35b6602baf112758469\",\"instructor_id\":\"rmp:2107418\",\"instructor_name\":\"Bo Yang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyNjkzNjgy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2107418\"}],\"evidence_count\":13,\"review_ids\":[\"7f851a190730e2c8de0221f9\",\"c8453f110882f4245d25aa9c\",\"59326624bfc7a18d0f59df9a\",\"fefe1877cdea0b8d7e1d3561\",\"edaaab24023819336b868e99\",\"734149220df3fbfe9bcf4a90\",\"10d5bd5679724c089f7b8161\",\"82b6361238d911ad3e25b51b\",\"3ee2f073bcc3f9c13371efd7\",\"7c5758866b53902ea1d90bb3\",\"9e63c67807009c1388fb5c05\",\"94d585f0e3fcc420eb6d299f\",\"1ea2c35b6602baf112758469\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2107418\",\"name\":\"Bo Yang\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2019\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:2107418\",\"summary\":\"Cited reviews criticize Bo Yang for disorganized lectures and lack of helpfulness.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"The workload is unbelievable, the exam is mission impossible. This course is basically online with a well organized short videos and quizzes, but the video is just basic. You need tons of self learning for the HW. Exam covers overwhelm amount of details that you learned by yourself in your HW, they didnt even publish HW solutions!\",\"course_id\":\"STAT 303\",\"date\":\"2020-10-02 09:58:31 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"3894215b5148ea7fefc36e3e\",\"instructor_id\":\"rmp:2489613\",\"instructor_name\":\"Alexander Covington\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTMzNjc0NjQ1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2489613\"},{\"comment\":\"This course they give you online video which is super easy which the hw and exams will be super hard. Really a tough grader for hw and provide no feedback. They will not give answer of homework, and no explanation, so you will never understand why you lose points. I decide not to go for 304 because the course is so poorly organized.\",\"course_id\":\"STAT 303\",\"date\":\"2020-10-04 22:03:17 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"add386fb61fd3c96502c9600\",\"instructor_id\":\"rmp:2489613\",\"instructor_name\":\"Alexander Covington\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMzNjc3ODAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2489613\"},{\"comment\":\"The whole class is built upon existing lecture videos. So the teaching is more related to self-learning. Office hours are available. However, the TA and professor never post solutions for homework/projects, nor will they give specific comments on grading. The workload is extremely high, especially if you don't have a reliable teammate.\",\"course_id\":\"STAT 303\",\"date\":\"2020-10-04 22:16:30 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"8b010b29b755a83f8f4f7a0f\",\"instructor_id\":\"rmp:2489613\",\"instructor_name\":\"Alexander Covington\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMzNjc3ODMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2489613\"},{\"comment\":\"Stat 303 itself was not too bad; it was Bo Yang that made it miserable. He doesn't explain things well, and the lectures were not very good. For being a 1 credit class, definitely takes a lot of time/effort. I recommend a different professor, if possible. This course is definitely doable with him, as long as you can self-teach/spend lots of time.\",\"course_id\":\"STAT 303\",\"date\":\"2025-03-12 17:45:46 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"9e63c67807009c1388fb5c05\",\"instructor_id\":\"rmp:2107418\",\"instructor_name\":\"Bo Yang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQwNzYyNzQx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2107418\"},{\"comment\":\"I can see what people dislike about this professor, but I had no problems taking stat303 online. It is the pace of a 3 cred class that only lasts a third of the semester (hence why its 1 cred), which I wasn't aware of until taking it so I was a little overwhelmed with my workload. But overall its easy and teachable to yourself w/o lectures\",\"course_id\":\"STAT 303\",\"date\":\"2025-12-19 02:35:06 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"7b84a4ea66b0790fdc34cd03\",\"instructor_id\":\"rmp:2107418\",\"instructor_name\":\"Bo Yang\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTQyMzQwMzk1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2107418\"}],\"evidence_count\":5,\"review_ids\":[\"3894215b5148ea7fefc36e3e\",\"add386fb61fd3c96502c9600\",\"8b010b29b755a83f8f4f7a0f\",\"9e63c67807009c1388fb5c05\",\"7b84a4ea66b0790fdc34cd03\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2107418\",\"name\":\"Bo Yang\"},{\"id\":\"rmp:2489613\",\"name\":\"Alexander Covington\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2020\"},\"sentiment\":\"mixed\",\"subject_instructor_id\":null,\"summary\":\"Reviewers describe the course workload as high, requiring significant self-study and time outside class.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"The workload is unbelievable, the exam is mission impossible. This course is basically online with a well organized short videos and quizzes, but the video is just basic. You need tons of self learning for the HW. Exam covers overwhelm amount of details that you learned by yourself in your HW, they didnt even publish HW solutions!\",\"course_id\":\"STAT 303\",\"date\":\"2020-10-02 09:58:31 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"3894215b5148ea7fefc36e3e\",\"instructor_id\":\"rmp:2489613\",\"instructor_name\":\"Alexander Covington\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTMzNjc0NjQ1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2489613\"},{\"comment\":\"This course they give you online video which is super easy which the hw and exams will be super hard. Really a tough grader for hw and provide no feedback. They will not give answer of homework, and no explanation, so you will never understand why you lose points. I decide not to go for 304 because the course is so poorly organized.\",\"course_id\":\"STAT 303\",\"date\":\"2020-10-04 22:03:17 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"add386fb61fd3c96502c9600\",\"instructor_id\":\"rmp:2489613\",\"instructor_name\":\"Alexander Covington\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMzNjc3ODAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2489613\"},{\"comment\":\"The whole class is built upon existing lecture videos. So the teaching is more related to self-learning. Office hours are available. However, the TA and professor never post solutions for homework/projects, nor will they give specific comments on grading. The workload is extremely high, especially if you don't have a reliable teammate.\",\"course_id\":\"STAT 303\",\"date\":\"2020-10-04 22:16:30 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"8b010b29b755a83f8f4f7a0f\",\"instructor_id\":\"rmp:2489613\",\"instructor_name\":\"Alexander Covington\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMzNjc3ODMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2489613\"}],\"evidence_count\":3,\"review_ids\":[\"3894215b5148ea7fefc36e3e\",\"add386fb61fd3c96502c9600\",\"8b010b29b755a83f8f4f7a0f\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2489613\",\"name\":\"Alexander Covington\"}],\"review_year_end\":\"2020\",\"review_year_start\":\"2020\"},\"sentiment\":\"negative\",\"subject_instructor_id\":null,\"summary\":\"Cited reviews note that homework solutions are not provided and grading lacks specific 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Yang\",\"review_date\":\"2025-03-12 17:45:46 +0000 UTC\",\"review_id\":\"9e63c67807009c1388fb5c05\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2107418\",\"source_review_id\":\"UmF0aW5nLTQwNzYyNzQx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2107418\",\"type\":\"review\"},{\"instructor_name\":\"Bo Yang\",\"review_date\":\"2026-03-12 21:35:32 +0000 UTC\",\"review_id\":\"1ea2c35b6602baf112758469\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2107418\",\"source_review_id\":\"UmF0aW5nLTQyNjkzNjgy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2107418\",\"type\":\"review\"}],\"text\":\"Bo Yang receives widespread criticism for poor lecture quality, dismissiveness, and lack of accessibility, with reviewers citing passive-aggressive behavior and unhelpful office hours. While one review notes sensible structure and another finds him merely okay, the majority report significant frustration with his teaching style and communication.\"},{\"citations\":[{\"course_id\":\"STAT 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"source_record\":{\"entity_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"STAT 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"source_record\":{\"entity_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"STAT 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"source_record\":{\"entity_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"STAT 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"source_record\":{\"entity_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"STAT 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"source_record\":{\"entity_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"STAT 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"source_record\":{\"entity_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"STAT 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"source_record\":{\"entity_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"STAT 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"source_record\":{\"entity_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.83 GPA, 92.9% A/AB (n=127 letter grades); Fall 2025: 3.94 GPA, 96.2% A/AB (n=160 letter grades); Spring 2026: 3.95 GPA, 97.5% A/AB (n=161 letter grades). 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Reviewers note his willingness to answer questions and support students with minimal CS experience.\"},{\"citations\":[{\"instructor_name\":\"John Gillett\",\"review_date\":\"2024-06-14 21:38:51 +0000 UTC\",\"review_id\":\"4bdec4b284dae4c8968e466e\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1567077\",\"source_review_id\":\"UmF0aW5nLTM5NTcyNjkz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1567077\",\"type\":\"review\"}],\"text\":\"Some students report difficulty hearing recorded lectures and finding examples hard to replicate. This reviewer also notes a hands-off grading style and challenges in applying examples to different contexts.\"},{\"citations\":[{\"course_id\":\"STAT 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"source_record\":{\"entity_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"STAT 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"source_record\":{\"entity_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"STAT 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"source_record\":{\"entity_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"STAT 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"source_record\":{\"entity_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2024: 3.46 GPA, 69.4% A/AB (n=36 letter grades); Fall 2025: 3.47 GPA, 72.7% A/AB (n=33 letter grades); Spring 2026: 3.72 GPA, 90.0% A/AB (n=30 letter grades). 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Reviewers report extremely high workload, tough grading, and a lack of homework solutions or feedback, leading some to avoid subsequent courses.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"John Gillett\",\"review_date\":\"2020-05-28 02:07:06 +0000 UTC\",\"review_id\":\"b4c3b01cc6fa6104d1e10e45\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1567077\",\"source_review_id\":\"UmF0aW5nLTMzMzgwMDE1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1567077\",\"type\":\"review\"},{\"instructor_name\":\"John Gillett\",\"review_date\":\"2022-03-31 03:30:28 +0000 UTC\",\"review_id\":\"c30c087b50e941d17a5503ac\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1567077\",\"source_review_id\":\"UmF0aW5nLTM2MDAwMjQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1567077\",\"type\":\"review\"},{\"instructor_name\":\"John Gillett\",\"review_date\":\"2024-07-02 14:15:14 +0000 UTC\",\"review_id\":\"f0528c77bcfcf630a815db8f\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1567077\",\"source_review_id\":\"UmF0aW5nLTM5NjA1MzIy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1567077\",\"type\":\"review\"}],\"text\":\"John Gillett receives high praise for clear explanations, accessible support, and well-structured online materials, making the course manageable even for students with minimal coding experience.\"},{\"citations\":[{\"course_id\":\"STAT 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"STAT 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"STAT 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.83 GPA, 92.9% A/AB (n=127 letter grades); Fall 2025: 3.86 GPA, 92.2% A/AB (n=193 letter grades); Spring 2026: 3.91 GPA, 96.3% A/AB (n=191 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Bo Yang\",\"review_date\":\"2019-10-23 17:27:30 +0000 UTC\",\"review_id\":\"7f851a190730e2c8de0221f9\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2107418\",\"source_review_id\":\"UmF0aW5nLTMyMzExNzE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2107418\",\"type\":\"review\"},{\"instructor_name\":\"Bo Yang\",\"review_date\":\"2021-11-01 17:27:44 +0000 UTC\",\"review_id\":\"fefe1877cdea0b8d7e1d3561\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2107418\",\"source_review_id\":\"UmF0aW5nLTM1MTc1MDQx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2107418\",\"type\":\"review\"},{\"instructor_name\":\"Bo Yang\",\"review_date\":\"2022-10-05 18:07:43 +0000 UTC\",\"review_id\":\"734149220df3fbfe9bcf4a90\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2107418\",\"source_review_id\":\"UmF0aW5nLTM2Njc5Nzk2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2107418\",\"type\":\"review\"},{\"instructor_name\":\"Bo Yang\",\"review_date\":\"2025-03-12 17:45:46 +0000 UTC\",\"review_id\":\"9e63c67807009c1388fb5c05\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2107418\",\"source_review_id\":\"UmF0aW5nLTQwNzYyNzQx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2107418\",\"type\":\"review\"}],\"text\":\"Bo Yang is frequently criticized for poor lecture quality, lack of accessibility, and dismissive communication, forcing students to rely heavily on self-study and external resources to succeed.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"STAT 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"source_record\":{\"entity_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"STAT 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"source_record\":{\"entity_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"}],\"text\":\"ALEXANDER COVINGTON is recorded teaching in Fall 2019, Fall 2020. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"STAT 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"source_record\":{\"entity_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"STAT 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"source_record\":{\"entity_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"STAT 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Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"STAT 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"source_record\":{\"entity_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"STAT 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"source_record\":{\"entity_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"STAT 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"source_record\":{\"entity_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"STAT 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"source_record\":{\"entity_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"STAT 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"source_record\":{\"entity_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"STAT 303\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"source_record\":{\"entity_id\":\"b44fc5f6-5217-3e0a-948e-79476de38bbf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"JOHN GILLETT is recorded teaching in Fall 2024, Fall 2025, Spring 2026. 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